fourPL: 4-Parameter Logistic Curve.

In petersenlab: A Collection of R Functions by the Petersen Lab

4-Parameter Logistic Curve.

Description

4-parameter logistic curve for item response theory.

Usage

fourPL(a = 1, b, c = 0, d = 1, theta)

Arguments

a	Discrimination parameter (slope).
b	Difficulty (severity) parameter (inflection point).
c	Guessing parameter (lower asymptote).
d	Careless errors parameter (upper asymptote).
theta	Person's level on the construct.

Details

Estimates the probability of item endorsement as function of the four-parameter logistic (4PL) curve and the person's level on the construct (theta).

Value

Probability of item endorsement (or expected value on the item).

See Also

\Sexpr[results=rd]{tools:::Rd_expr_doi("10.1177/0146621613475471")}

Other IRT: deriv_d_negBinom(), discriminationToFactorLoading(), itemInformation(), reliabilityIRT(), standardErrorIRT(), test_info_4PL()

Examples

fourPL(b = 2, theta = -4:4) #1PL
fourPL(b = 2, a = 1.5, theta = -4:4) #2PL
fourPL(b = 2, a = 1.5, c = 0.10, theta = -4:4) #3PL
fourPL(b = 2, a = 1.5, c = 0.10, d = 0.95, theta = -4:4) #4PL

petersenlab documentation built on April 4, 2025, 12:22 a.m.